JolyonJian / DRS
A Deep Reinforcement Learning enhanced Kubernetes Scheduler for Microservice-based System
☆16Updated last year
Related projects ⓘ
Alternatives and complementary repositories for DRS
- Kubernetes Scheduler Simulator☆85Updated 3 months ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆27Updated 3 years ago
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆39Updated last year
- ☆43Updated 3 years ago
- Huawei Cloud datasets☆47Updated 3 weeks ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆49Updated last year
- ☆19Updated 2 years ago
- ☆38Updated 3 years ago
- Artifact repository for the paper "Modeling and Optimization of Performance and Cost of Serverless Applications"☆21Updated 6 months ago
- ☆22Updated 3 years ago
- Codebase for Autothrottle (NSDI 2024)☆31Updated 10 months ago
- The source code of INFless，a native serverless platform for AI inference.☆34Updated 2 years ago
- A benchmark suite for evaluating FaaS scheduler.☆22Updated 2 years ago
- ☆21Updated 2 months ago
- GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster (IC2E'23)☆31Updated last year
- FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute (USENIX ATC'21)☆53Updated 2 years ago
- ☆22Updated last year
- A framework for trace-driven simulation of serverless Function-as-a-Service platforms☆68Updated 4 months ago
- Serverless optimizations☆50Updated 8 months ago
- ☆25Updated last year
- A CLI tool generating traces of batch jobs in a cluster.☆21Updated last year
- Serverless Paper Reading and Discussion☆36Updated last year
- This repository contains code for the paper: Bergsma S., Zeyl T., Senderovich A., and Beck J. C., "Generating Complex, Realistic Cloud Wo…☆42Updated 3 years ago
- ☆29Updated 4 months ago
- ☆21Updated 2 years ago
- Orbital edge computing ASPLOS 2020 artifact software☆16Updated 4 years ago
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆17Updated 4 years ago
- A Deep Learning Cluster Scheduler☆37Updated 3 years ago
- ☆16Updated 2 years ago
- Artifacts for our NSDI'23 paper TGS☆68Updated 5 months ago